The advanced video information system: data structures and query processing
Multimedia Systems
The Unified Modeling Language user guide
The Unified Modeling Language user guide
Design and implementation issues in the fuzzy object-oriented data model
Information Sciences—Informatics and Computer Science: An International Journal
Maintaining knowledge about temporal intervals
Communications of the ACM
VIDEX: an integrated generic video indexing approach
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
A Database Approach for Modeling and Querying Video Data
IEEE Transactions on Knowledge and Data Engineering
SIRSALE: a large scale video indexing and content-based retrieving system
Proceedings of the tenth ACM international conference on Multimedia
OVID: Design and Implementation of a Video-Object Database System
IEEE Transactions on Knowledge and Data Engineering
SMOOTH - A Distributed Multimedia Database System
Proceedings of the 27th International Conference on Very Large Data Bases
Modelling and Querying Video Data
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
A Fuzzy Object Query Language (FOQL) for Image Databases
DASFAA '99 Proceedings of the Sixth International Conference on Database Systems for Advanced Applications
A rule-based video database system architecture
Information Sciences—Informatics and Computer Science: An International Journal
IFOOD: An Intelligent Fuzzy Object-Oriented Database Architecture
IEEE Transactions on Knowledge and Data Engineering
Rule-based spatiotemporal query processing for video databases
The VLDB Journal — The International Journal on Very Large Data Bases
Spatio-temporal querying in video databases
Information Sciences—Informatics and Computer Science: An International Journal
Modeling and Management of Fuzzy Information in Multimedia Database Applications
Multimedia Tools and Applications
BilVideo: Design and Implementation of a Video Database Management System
Multimedia Tools and Applications
Structural and event based multimodal video data modeling
ADVIS'06 Proceedings of the 4th international conference on Advances in Information Systems
Integrated semantic-syntactic video modeling for search and browsing
IEEE Transactions on Multimedia
A fuzzy knowledge-based system for intelligent retrieval
IEEE Transactions on Fuzzy Systems
An hybrid architecture integrating forward rules with fuzzy ontological reasoning
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Flexible content extraction and querying for videos
FQAS'11 Proceedings of the 9th international conference on Flexible Query Answering Systems
Fuzzy domains with adaptable semantics in an object-relational DBMS
FQAS'11 Proceedings of the 9th international conference on Flexible Query Answering Systems
Reasoning of fuzzy relational databases with fuzzy ontologies
International Journal of Intelligent Systems
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Video database applications call for flexible and powerful modeling and querying facilities, which require an integration or interaction between database and knowledge-based technologies. It is also necessary for many real life video database applications to incorporate uncertainty, which naturally occurs due to the complex and subjective semantic content of video data. In this study, firstly, we introduce a fuzzy conceptual data model to represent the semantic content of video data. For that purpose, UML (unified modeling language) is utilized and extended to represent uncertain information along with video specific properties. Secondly, we present an intelligent fuzzy object-oriented database framework for video database applications. The introduced fuzzy conceptual model is used in this framework, which provides modeling of complex and rich semantic content and knowledge of video data including uncertainty. Moreover, it supports various flexible queries including (fuzzy) semantic, temporal and (fuzzy) spatial queries, based on the video data model. We think that the presented conceptual data model and the framework can be used for any video database application.